Vibration analysis at the nanoscale involves a variety of techniques, including Atomic Force Microscopy (AFM), Raman Spectroscopy, and Nanoindentation. These methods allow researchers to measure vibrational frequencies, amplitudes, and modes of nanoscale structures with high precision.